Decision tree courses can help you learn how to create, interpret, and optimize decision trees for data analysis, classification, and regression tasks. You can build skills in feature selection, model evaluation, and understanding overfitting versus underfitting. Many courses introduce tools like Python's scikit-learn, R's rpart, and various visualization software, that support implementing decision trees and analyzing their performance in real-world datasets.

John Wiley & Sons
Skills you'll gain: Visionary, Initiative and Leadership, Strategic Leadership, Organizational Leadership, Leadership, Leadership Development, Drive Engagement, Business Transformation, Business Leadership, Organizational Change, Innovation, Leadership and Management, Workplace inclusivity, Team Leadership, Proactivity, Stakeholder Engagement, Influencing, Collaboration, Team Motivation, Team Management
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Reinforcement Learning, Computational Logic, Responsible AI, AI Workflows, Machine Learning Methods, Model Optimization, Agentic systems, Machine Learning, Theoretical Computer Science, Model Evaluation, Continuous Monitoring, Functional Specification, Markov Model, Verification And Validation, Safety and Security
Intermediate · Course · 1 - 3 Months
Madecraft
Skills you'll gain: Statistical Reporting, Technical Communication, Data Ethics, Data Collection, Data Science, Data Quality, Sampling (Statistics), Data Cleansing, Data Visualization, Exploratory Data Analysis, Business Analysis, Data-Driven Decision-Making, Code Reusability, Data Validation, Stakeholder Communications, Data Analysis, Analytical Skills, Stakeholder Engagement, Model Evaluation, Critical Thinking
Intermediate · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Fine-tuning, MLOps (Machine Learning Operations), Model Deployment, Cloud Deployment, Pandas (Python Package), AWS SageMaker, NumPy, Microsoft Azure, Hugging Face, GitHub Copilot, Unit Testing, Data Engineering, DevOps, Cloud Computing, Python Programming, Machine Learning, GitHub, Big Data, Data Management, Data Analysis
★ 4.1 (639) · Advanced · Specialization · 3 - 6 Months

Board Infinity
Skills you'll gain: Electronics, Machine Controls, Artificial Intelligence, Electronic Hardware, Electronics Engineering, Basic Electrical Systems, Electrical Wiring, Control Systems, Electronic Systems, Robotic Process Automation, Embedded Software, Artificial Intelligence and Machine Learning (AI/ML), Electronic Components, Embedded Systems, Computer Hardware, Programming Principles, Computer Programming Tools, Integrated Development Environments
Beginner · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Technical Analysis, Portfolio Risk, Risk Control, Financial Trading, Risk Management, Market Trend, Equities, Portfolio Management, Order Entry, Financial Market, Derivatives, Order Management, Market Analysis, Plan Execution, Risk Analysis, Investment Management, Marketing Planning, Finance, Corporate Finance, Entrepreneurial Finance
Beginner · Specialization · 3 - 6 Months

Erasmus University Rotterdam
Skills you'll gain: Constructive Feedback, Higher Education, Instructional Design, Planning, Reliability, Analytical Skills, Decision Making, Collaboration
★ 4.8 (436) · Intermediate · Course · 1 - 3 Months

Pearson
Skills you'll gain: Supply And Demand, Economics, Market Dynamics, Socioeconomics, Game Theory, Economics, Policy, and Social Studies, Revenue Management, Tax, Economic Development, Advertising, Production Process, Cost Accounting, Consumer Behaviour, Operating Cost, Demand Planning, Business Economics, Sales Tax, Operational Efficiency, Policy Analysis, Market Analysis
Beginner · Specialization · 1 - 3 Months

Pearson
Skills you'll gain: Human Development, Child Development, Psychology, Child Health, Sociology, Social Sciences, Mental and Behavioral Health, Behavioral Health, Physiology, Ethical Standards And Conduct, Social Impact
Intermediate · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: AI Security, Generative AI, Security Strategy, Responsible AI, Threat Modeling, Threat Management, Risk Analysis, Governance Risk Management and Compliance, Risk Management, Cyber Governance, Risk Management Framework, Security Architecture Review, Technical Communication, IT Security Architecture, Cybersecurity, Cloud Security, Regulatory Compliance, Internal Auditing, Stakeholder Management, Policy Development
Intermediate · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: Decision Making, Public Speaking, Problem Solving, Positivity, Lecturing, Presentations, Storytelling, Optimism, Communication, Verbal Communication Skills, Decisiveness, Complex Problem Solving, Oral Expression, Critical Thinking and Problem Solving, Communication Strategies, Empowerment, Growth Mindedness, Root Cause Analysis, Personal Development, Data Collection
★ 4.5 (243) · Beginner · Specialization · 3 - 6 Months

The Expert Academy
Skills you'll gain: B2B Sales, Sales, Negotiation, Consumer Behaviour, Contract Negotiation, Sales Strategy, Rapport Building, Closing (Sales), Customer Relationship Building, Communication Strategies, Relationship Building, Communication, Sales Prospecting, Influencing, Overcoming Objections, Business Communication, Business Relationship Management, Customer Relationship Management, Collaboration, Psychology
Intermediate · Course · 1 - 3 Months